{"id":"W2031949811","doi":"10.1016/j.pec.2007.08.010","title":"Patient education about anticoagulant medication: Is narrative evidence or statistical evidence more effective?","year":2007,"lang":"en","type":"article","venue":"Patient Education and Counseling","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":120,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"John A. Hartford Foundation","keywords":"Warfarin; Medicine; Narrative; Anticoagulant; Patient education; Oral anticoagulant; MEDLINE; Family medicine; Surgery; Internal medicine; Atrial fibrillation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001009028,0.0003616112,0.0004023008,0.0003069633,0.00180959,0.00005279498,0.000319075,0.0002639536,0.0006014301],"category_scores_gemma":[0.004057766,0.0003140814,0.00005400485,0.0005833155,0.0002408155,0.0006625843,0.0001396433,0.0008245088,0.0001475692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007899565,"about_ca_system_score_gemma":0.004194559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001186191,"about_ca_topic_score_gemma":0.0001777202,"domain_scores_codex":[0.9949673,0.001115024,0.001532614,0.0007692861,0.0009421522,0.0006736224],"domain_scores_gemma":[0.9900228,0.005392442,0.001007655,0.000948749,0.00206589,0.0005624372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004703436,0.0006365334,0.04687202,0.001106458,0.00003395242,0.000001482923,0.4403547,0.00000629958,0.0001593037,0.001055381,0.01695143,0.4923521],"study_design_scores_gemma":[0.0006277662,0.00136716,0.1295519,0.02005029,0.0001603573,0.00004498988,0.7793464,0.002425463,0.0006022907,0.001631611,0.06296358,0.001228214],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9364015,0.03696884,0.005687401,0.01003842,0.004859676,0.005170696,0.00003961199,0.0001990188,0.0006347714],"genre_scores_gemma":[0.9768401,0.003154156,0.005577106,0.01203996,0.000349776,0.00160467,0.0001077278,0.00004434678,0.0002821975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4911239,"threshold_uncertainty_score":0.9999312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1242041730243904,"score_gpt":0.4690370185197132,"score_spread":0.3448328454953228,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}